Triple

T12248491
Position Surface form Disambiguated ID Type / Status
Subject Pras E291910 entity
Predicate notableSong P4 FINISHED
Object What'cha Wanna Do
"What'cha Wanna Do" is a hip hop track by rapper Pras, best known as one of his notable solo releases following his work with the Fugees.
 E968519 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: What'cha Wanna Do | Statement: [Pras, notableSong, What'cha Wanna Do]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: What'cha Wanna Do
Context triple: [Pras, notableSong, What'cha Wanna Do]
  • A. Whatcha Gonna Do
    "Whatcha Gonna Do" is a track from Peter Tosh’s influential reggae album "Legalize It," reflecting his socially conscious and politically charged musical style.
  • B. Whatcha Gon Do
    "Whatcha Gon Do" is a track by Snoop Dogg featured on his 1998 studio album "Da Game Is to Be Sold, Not to Be Told."
  • C. So What'cha Want
    "So What'cha Want" is a 1992 hip hop single by the Beastie Boys known for its distorted vocals, funky groove, and iconic, psychedelic music video.
  • D. What Ya Gonna Do
    "What Ya Gonna Do" is a song by the American rock band Hinder, known for their post-grunge and hard rock style.
  • E. All You Wanna Do
    "All You Wanna Do" is a standout pop-style musical number from the stage show Six, known for its catchy tune and darkly subversive exploration of sexualization and consent.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: What'cha Wanna Do
Triple: [Pras, notableSong, What'cha Wanna Do]
Generated description
"What'cha Wanna Do" is a hip hop track by rapper Pras, best known as one of his notable solo releases following his work with the Fugees.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: What'cha Wanna Do
Target entity description: "What'cha Wanna Do" is a hip hop track by rapper Pras, best known as one of his notable solo releases following his work with the Fugees.
  • A. Whatcha Gonna Do
    "Whatcha Gonna Do" is a track from Peter Tosh’s influential reggae album "Legalize It," reflecting his socially conscious and politically charged musical style.
  • B. Whatcha Gon Do
    "Whatcha Gon Do" is a track by Snoop Dogg featured on his 1998 studio album "Da Game Is to Be Sold, Not to Be Told."
  • C. So What'cha Want
    "So What'cha Want" is a 1992 hip hop single by the Beastie Boys known for its distorted vocals, funky groove, and iconic, psychedelic music video.
  • D. What Ya Gonna Do
    "What Ya Gonna Do" is a song by the American rock band Hinder, known for their post-grunge and hard rock style.
  • E. All You Wanna Do
    "All You Wanna Do" is a standout pop-style musical number from the stage show Six, known for its catchy tune and darkly subversive exploration of sexualization and consent.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d6ab67950c8190be08450a06228c4b completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91cc50d808190a3c8d1ada31a6a91 completed April 10, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60ab9a9b08190903c1ce6d91af2b5 completed May 2, 2026, 2:31 p.m.
NEDg Description generation batch_69f60bde9b0c81908df8207a8b6530af completed May 2, 2026, 2:36 p.m.
NED2 Entity disambiguation (via description) batch_69f60c97a7e08190b782b3aa6d60d770 completed May 2, 2026, 2:39 p.m.
Created at: April 8, 2026, 9:52 p.m.